Judgment Labs website screenshot

Judgment Labs

Judgment Labs builds the continuous-improvement stack for AI agents: tooling to trace, evaluate, monitor, and improve agent behavior in production. Its open-source Judgeval SDK (Python and TypeScript, with Go and Java clients) instruments agent frameworks and model providers to capture traces, spans, and tool calls; Agent Judges and Code Judges score behavior against natural-language rubrics and deterministic checks; and Agent Behavior Monitoring plus automations and alerts surface regressions and failure modes. The platform is accessed through the Judgeval SDKs, the judgment CLI, and a hosted MCP server, and integrates with LangGraph, OpenAI Agents SDK, Claude Agent SDK, Google ADK, Vercel AI SDK, LiveKit, Pipecat, and OpenTelemetry / OpenInference tracing pipelines. The company is backed by Lightspeed with a $32M round.

Judgment Labs publishes 1 API on the APIs.io network. Tagged areas include Company, Agents, Artificial Intelligence, Agent Evaluation, and Observability.

Judgment Labs’ developer surface includes documentation, API reference, getting-started guide, support, engineering blog, signup flow, CLI, and 17 more developer resources.

37.0/100 thin ▬ flat Agent 26/100 agent aware Full breakdown ↓
scored 2026-07-27 · rubric v0.5
AccessSelf serve
1 APIs 1 MCP Servers
CompanyAgentsArtificial IntelligenceAgent EvaluationObservabilityTracingMonitoringLLMDeveloper ToolsMCP

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 37.0/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 26/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/judgment-labs: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

Judgment Platform API

The backend platform API behind Judgeval — ingests agent traces/spans, runs evaluations and judges, and serves traces, sessions, behaviors, datasets, and automations. Consumed t...

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Judgment Labs Authentication

apiKey · 1 scheme

SECURITY

Judgment Labs Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 4

Portal, sign-up, and the first successful call

Documentation 2

Reference material describing how the API behaves

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Build 4

SDKs, sample code, and the tooling you integrate with

Access & Security 2

Authentication, authorization, and security posture

Operate 3

Status, limits, changes, and where to get help

Commercial 2

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: judgment-labs
name: Judgment Labs
description: 'Judgment Labs builds the continuous-improvement stack for AI agents: tooling to trace, evaluate, monitor, and
  improve agent behavior in production. Its open-source Judgeval SDK (Python and TypeScript, with Go and Java clients) instruments
  agent frameworks and model providers to capture traces, spans, and tool calls; Agent Judges and Code Judges score behavior
  against natural-language rubrics and deterministic checks; and Agent Behavior Monitoring plus automations and alerts surface
  regressions and failure modes. The platform is accessed through the Judgeval SDKs, the judgment CLI, and a hosted MCP server,
  and integrates with LangGraph, OpenAI Agents SDK, Claude Agent SDK, Google ADK, Vercel AI SDK, LiveKit, Pipecat, and OpenTelemetry
  / OpenInference tracing pipelines. The company is backed by Lightspeed with a $32M round.'
url: https://raw.githubusercontent.com/api-evangelist/judgment-labs/refs/heads/main/apis.yml
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://www.judgmentlabs.ai/logo/full_logo_dark.svg
x-type: company
x-source: vc-portfolio
x-backed-by:
- lightspeed-venture-partners
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Company
- Agents
- Artificial Intelligence
- Agent Evaluation
- Observability
- Tracing
- Monitoring
- LLM
- Developer Tools
- MCP
apis:
- name: Judgment Platform API
  description: The backend platform API behind Judgeval — ingests agent traces/spans, runs evaluations and judges, and serves
    traces, sessions, behaviors, datasets, and automations. Consumed through the Judgeval SDKs, the judgment CLI, and the
    hosted MCP server rather than a public OpenAPI; authenticated with a Judgment API key and organization ID.
  humanURL: https://docs.judgmentlabs.ai/documentation
  baseURL: https://api.judgmentlabs.ai
  properties:
  - type: Documentation
    url: https://docs.judgmentlabs.ai/documentation
  - type: Authentication
    url: authentication/judgment-labs-authentication.yml
common:
- type: Website
  url: https://www.judgmentlabs.ai
- type: DeveloperPortal
  url: https://docs.judgmentlabs.ai/
- type: Documentation
  url: https://docs.judgmentlabs.ai/documentation
- type: APIReference
  url: https://docs.judgmentlabs.ai/sdk-reference
- type: GettingStarted
  url: https://docs.judgmentlabs.ai/documentation
- type: Support
  url: mailto:support@judgmentlabs.ai
- type: Blog
  url: https://www.judgmentlabs.ai/blogs
- type: GitHubOrganization
  url: https://github.com/JudgmentLabs
- type: Login
  url: https://app.judgmentlabs.ai/login
- type: SignUp
  url: https://app.judgmentlabs.ai/login
- type: TermsOfService
  url: https://app.judgmentlabs.ai/terms
- type: PrivacyPolicy
  url: https://app.judgmentlabs.ai/privacy
- type: StatusPage
  url: https://status.judgmentlabs.ai
- type: Packages
  url: packages/judgment-labs-packages.yml
- type: SDKs
  url: packages/judgment-labs-packages.yml
- type: CLI
  url: cli/judgment-labs-cli.yml
- type: MCPServer
  url: mcp/judgment-labs-mcp.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/judgment-labs-llms.txt
- type: ChangeLog
  url: changelog/judgment-labs-changelog.yml
- type: Authentication
  url: authentication/judgment-labs-authentication.yml
- type: Conformance
  url: conformance/judgment-labs-conformance.yml
- type: Lifecycle
  url: lifecycle/judgment-labs-lifecycle.yml
- type: DomainSecurity
  url: security/judgment-labs-domain-security.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence